Due to restrictions following results are derived from synthetic data to demonstrate capability of Computational Healthcare. Please do no derive any inferences from results below.

Visits
Adult patients (Age > 20 years)

300

Sex Count
Male 160
Female 130
In hospital
Mortality

13.33 %

Length of Stay Distribution
Mean LOS: 7.46 days FQ: 2 days Median: 5 days TQ: 9 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Admission via ED ( N1_e ) followed by Other oxygen enrichment ( P9396 )

Mean ΔT: 1.14 days FQ: 0 days Median: 0 days TQ: 1 days

Variation by ΔT for

Source Distribution
Source Count
Emergency department 300
Disposition Distribution
Disposition Count
Routine 150
Home Health Care 20
Died in hospital 40
Transfer other SNF, ICF, etc. 40
Payer Distribution
Payer Count
Medicare 30
Medicaid 30
Private insurance 50
Self-pay 40
Other payer 40
Unknown payer 40
No charge 40
Race Distribution
Race Count
White 20
Black 40
Hispanic 40
Asian or Pacific Islander 40
Native American 40
Other 40
Race missing, unknown 40
State variation
S1 S2
Count 130 160
Sex : Male 53.8% 50.0%
Sex : Female 46.2% 43.8%
Source : Emergency department 100.0% 100.0%
Disposition : Routine 53.8% 50.0%
Disposition : Transfer other SNF, ICF, etc. 15.4% 12.5%
Payer : Medicaid 0% 12.5%
Payer : Private insurance 15.4% 12.5%
Payer : Self-pay 0% 12.5%
Payer : Other payer 15.4% 12.5%
Payer : No charge 0% 12.5%
Race : Black 15.4% 12.5%
Race : Asian or Pacific Islander 15.4% 12.5%
Race : Native American 15.4% 12.5%
Race : Other 0% 18.8%
Race : Race missing, unknown 15.4% 12.5%
Disposition : Died in hospital 15.4% 0%
Payer : Medicare 15.4% 0%
Payer : Unknown payer 15.4% 0%
Race : Hispanic 15.4% 0%
Yearly variation
Count
Age Distribution
Age Count
40 - 59 50
60 - 79 100
80 - 99 110
Mean age First quartile Median Third quartile
70.9 years 60 years 73 years 85 years
85 >= Age > 65
Count 120
Sex : Male 50.0%
Sex : Female 41.7%
Source : Emergency department 100.0%
Disposition : Routine 50.0%
Payer : Private insurance 16.7%
Race : Asian or Pacific Islander 16.7%
Race : Other 16.7%
Procedure Distribution
Procedure Code Description Count
P9394 Respiratory medication administered by nebulizer 40
P9604 Insertion of endotracheal tube 40
P8872 Diagnostic ultrasound of heart 30
P9921 Injection of antibiotic 20
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 30
P9904 Transfusion of packed cells 30
P8954 Electrographic monitoring 50
P9396 Other oxygen enrichment 300
P8741 Computerized axial tomography of thorax 20
P9918 Injection or infusion of electrolytes 20
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 20
DRG Distribution
DRG Code Description Count
DG89 DRG V24 : SIMPLE PNEUMONIA & PLEURISY AGE >17 W CC 20
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D486 Pneumonia, organism unspecified 20 0 30
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 30
D4280 Congestive heart failure, unspecified 0 0 30
D49121 Obstructive chronic bronchitis with (acute) exacerbation 0 0 20
D2724 Other and unspecified hyperlipidemia 0 0 30
D4019 Unspecified essential hypertension 0 0 60
D51881 Acute respiratory failure 0 0 20
D42731 Atrial fibrillation 0 0 20
External Causes Distribution
External Cause Code Description Count